Catalyst
Back to repository rankings
AI AgentsUpdated from GitHub

VILA-Lab/FigMirror

An Automated AI Agent Tool for Plotting Your Data in Any Paper's Figure Style.

50837Python95d old

Summary

The available public data is mixed. More sustained activity or a broader contributor base would strengthen the score.

VILA-Lab/FigMirror recorded 2 commits in the past 30 days, has 4 public contributors, and has averaged 5.3 stars a day since launch.

36

Repository health

64

Maintainer track record

79

Repository quality

39

Catalyst Score

Contributors

Public track record

VILA-Lab: Vision and Language Acceleration Lab GitHub avatar
VILA-Lab: Vision and Language Acceleration Lab

@VILA-Lab · Repository organization

64/100

Active maintainer with a growing open-source track record.

188 followers29 public repos4y history0 contributions
29 public repositories188 followers4 years of public history
Ritian Zhao GitHub avatar
Ritian Zhao

@XiaohanZhao123 · Top contributor

41/100

This account has a limited public history, so the track-record score is less certain.

18 followers14 public repos4y history11 contributions
14 public repositories18 followers4 years of public history
Luo-Yaxin GitHub avatar
Luo-Yaxin

@Yaxin9Luo · Top contributor

44/100

This account has a limited public history, so the track-record score is less certain.

31 followers15 public repos4y history2 contributions
15 public repositories31 followers4 years of public history
Jiacheng GitHub avatar
Jiacheng

@Greenoso · Top contributor

43/100

This account has a limited public history, so the track-record score is less certain.

27 followers20 public repos3y history1 contributions
20 public repositories27 followers3 years of public history

Score breakdown

How the Catalyst Score was calculated

Star growth since launch+8
Fork growth since launch+1
Freshness+1
30-day commit activity+1
Contributor breadth+5
Maintainer track record+8
Topic activity+4
Repository quality+6
Topic novelty+11
Risk penalty6

Activity

Recent repository activity

2

Commits · 30d

4

Public contributors

5.3

Lifetime stars/day

0

Pull requests · 90d

Findings

What we found

2 commits in the last 30 days

4 public contributors

0 issues and 0 pull requests opened in 90 days

7 documentation and structure checks passed

Related repositories

agent · 0 created in the past 30 days

Risk review

What needs watching

Commit activity is light in the last 30 daysNo license is declared

Public GitHub data cannot verify private work, employment claims, code security, or identity. Use the track-record score as research context, not proof of identity or trustworthiness.

Growth quality

Recent attention and maintainer concentration

Recent timestamps and contribution patterns help distinguish sustained adoption from a single headline number.

Contributor concentration

Top 4 public contributors

Top contributor share
73%
Top three share
93%
Contributors checked
4
Concentration
High

Shares use the contribution totals reported for the contributors checked, not private or unlinked activity.

Recent commit sample

Latest 15 commits

Unique authors
4
Verified commits
27%
Merge commits
27%
Median time between commits
5.4 hours

Repository footprint

Default branch: main

Repository size
18.0 MB
Branches
1
Tags
1
Watchers
0
WikiIssue tracking

Deeper GitHub data

Delivery, collaboration, and project readiness

These metrics use the latest public records GitHub makes available for this repository.

Language composition

Share of detected source bytes

Python80.4%
JavaScript9.6%
CSS8.6%
Shell1.3%

Community readiness

GitHub community health 50%

README
License
Contributing guide
Code of conduct
Issue template
Pull request template

Pull request health

Latest 5 pull requests

Merge rate
100%
Median merge time
0.0 hours
Open
1
Stale over 30 days
0

Issue health

Latest 2 issues

Closure rate
0%
Median close time
Not enough data
Open
2
Open without replies
1

Release cadence

Latest 1 release records

Latest release
v0.1.0
Published in 90 days
0
Median cadence
Not enough data
Asset downloads
0

CI reliability

Latest 1 workflow runs

Success rate
100%
Workflows represented
1
Failed runs
0
Median duration
1.7 min

Last checked

8/25/2026, 8:11:23 PM

Scan another repository